Citation Impact
Citing Papers
A Reanalysis of Ocean Climate Using Simple Ocean Data Assimilation (SODA)
2008 Standout
Navigating the protein fitness landscape with Gaussian processes
2012 StandoutNobel
Development of a 50-Year High-Resolution Global Dataset of Meteorological Forcings for Land Surface Modeling
2006 Standout
Global Patterns of Groundwater Table Depth
2013 StandoutScience
Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations
2009 Standout
Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)
2020 StandoutScience
Results from Global Land-Surface Data Assimilation Methods
2001
Technical report series on global modeling and data assimilation. Volume 4: Documentation of the Goddard Earth Observing System (GEOS) data assimilation system, version 1
1995
GLEAM v3: satellite-based land evaporation and root-zone soil moisture
2017 Standout
ERA5-Land: a state-of-the-art global reanalysis dataset for land applications
2021 Standout
Asian emissions in 2006 for the NASA INTEX-B mission
2009 Standout
Partitioning of reactive nitrogen in the midlatitude lower stratosphere
2000 StandoutNobel
Unified Notation for Data Assimilation : Operational, Sequential and Variational (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice)
1997
The JRA-55 Reanalysis: General Specifications and Basic Characteristics
2015 Standout
A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons
2017 Standout
River plastic emissions to the world’s oceans
2017 Standout
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Satellite-based estimates of groundwater depletion in India
2009 StandoutNature
The quiet revolution of numerical weather prediction
2015 StandoutNature
Comparison of the Chernobyl and Fukushima nuclear accidents: A review of the environmental impacts
2013 Standout
MU-MIMO Communications With MIMO Radar: From Co-Existence to Joint Transmission
2018 Standout
The Gaussian Mixture Probability Hypothesis Density Filter
2006 Standout
A novel approach for distributed application scheduling based on prediction of communication events
2009
Extended assimilation and forecast experiments with a four‐dimensional variational assimilation system
1998
Generalized inversion of a global numerical weather prediction model
1996
Adaptive Sampling with the Ensemble Transform Kalman Filter. Part I: Theoretical Aspects
2001
A Local Least Squares Framework for Ensemble Filtering
2003
Assimilation of remote sensing into crop growth models: Current status and perspectives
2019 Standout
Data assimilation methods in the Earth sciences
2008
Estimation of errors in the inverse modeling of accidental release of atmospheric pollutant: Application to the reconstruction of the cesium‐137 and iodine‐131 source terms from the Fukushima Daiichi power plant
2012
Model-Based Geostatistics
1998 Standout
Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century
2003 Standout
Nonlinearity in Data Assimilation Applications: A Practical Method for Analysis
2001
Reduced space optimal analysis for historical data sets: 136 years of Atlantic sea surface temperatures
1997
Assimilation of altimetric data in the mid-latitude oceans using the Singular Evolutive Extended Kalman filter with an eddy-resolving, primitive equation model
1999
Ensemble Data Assimilation without Perturbed Observations
2002
A Sequential Ensemble Kalman Filter for Atmospheric Data Assimilation
2001
Atmospheric Modeling, Data Assimilation and Predictability
2002 Standout
Four-Dimensional Variational Data Assimilation for the Blizzard of 2000
2002
Assimilation of Precipitation-Affected Radiances in a Cloud-Resolving WRF Ensemble Data Assimilation System
2012
An Approach to Producing Space–Time Covariance Functions on Spheres
2007
A Hybrid Ensemble Kalman Filter–3D Variational Analysis Scheme
2000
Evaluation of pollutant outflow and CO sources during TRACE‐P using model‐calculated, aircraft‐based, and Measurements of Pollution in the Troposphere (MOPITT)‐derived CO concentrations
2004
Simplification of the Kalman filter for meteorological data assimilation
1991
Application of ensemble-based techniques in fish stock assessment
2001
Variational Continuous Assimilation of TMI and SSM/I Rain Rates: Impact on GEOS-3 Hurricane Analyses and Forecasts
2004
The Ensemble Kalman Filter: theoretical formulation and practical implementation
2003 Standout
Data Assimilation via Error Subspace Statistical Estimation.
1999
Variance Reduced Ensemble Kalman Filtering
2001
The Global Precipitation Measurement Mission
2013 Standout
Interpolation of Spatial Data
1999
Sources and distributions of dust aerosols simulated with the GOCART model
2001 Standout
Nitrous oxide emissions from soils: how well do we understand the processes and their controls?
2013 Standout
Parameter estimation using data assimilation in an atmospheric general circulation model: From a perfect toward the real world
2012
Data Assimilation via Error Subspace Statistical Estimation.Part I: Theory and Schemes
1999
A singular evolutive extended Kalman filter for data assimilation in oceanography
1998
Numerical Aspects of the Application of Recursive Filters to Variational Statistical Analysis. Part II: Spatially Inhomogeneous and Anisotropic General Covariances
2003
Model Assessment of Decadal Variability and Trends in the Tropical Pacific Ocean
1998 StandoutNobel
An Ensemble Adjustment Kalman Filter for Data Assimilation
2001
Analysis of Multiple Precipitation Products and Preliminary Assessment of Their Impact on Global Land Data Assimilation System Land Surface States
2005
Multivariate Bayesian analysis of atmosphere–ocean general circulation models
2007
Challenges in Combining Projections from Multiple Climate Models
2009 Standout
Comparison of extended and ensemble Kalman filters for data assimilation in coastal area modelling
1999
A Prototype WRF-Based Ensemble Data Assimilation System for Dynamically Downscaling Satellite Precipitation Observations
2010
Multidimensional Flux-Form Semi-Lagrangian Transport Schemes
1996
Fully coupled “online” chemistry within the WRF model
2005 Standout
Assimilation of temperature into an isopycnal ocean general circulation model using a parallel ensemble Kalman filter
2003
A Description of the Advanced Research WRF Version 3
2008 Standout
Analysis methods for numerical weather prediction
1986
A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems
2015 Standout
Matérn Cross-Covariance Functions for Multivariate Random Fields
2010
Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics
1994 Standout
Global Assimilation of Multiangle and Multipolarization SMOS Brightness Temperature Observations into the GEOS-5 Catchment Land Surface Model for Soil Moisture Estimation
2015
An Assimilated Dataset for Earth Science Applications
1993
Ensemble Size, Balance, and Model-Error Representation in an Ensemble Kalman Filter*
2002
Distance-Dependent Filtering of Background Error Covariance Estimates in an Ensemble Kalman Filter
2001
A local ensemble Kalman filter for atmospheric data assimilation
2004
THE WCRP CMIP3 Multimodel Dataset: A New Era in Climate Change Research
2007 Standout
An Ensemble Smoother with Error Estimates
2001
Inverse problems: A Bayesian perspective
2010
Assimilating XBT Data into HYCOM
2002
Global modeling of tropospheric chemistry with assimilated meteorology: Model description and evaluation
2001 Standout
Ensemble Square Root Filters*
2003
Global precipitation measurement: Methods, datasets and applications
2011
Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing
2011 Standout
Multivariable geostatistics in S: the gstat package
2004 Standout
Investigating soil moisture–climate interactions in a changing climate: A review
2010 Standout
Studies in the history of probability and statistics XLIX On the Matérn correlation family
2006
Physics-informed machine learning
2021 Standout
A review of applications of model–data fusion to studies of terrestrial carbon fluxes at different scales
2009
A direct way of specifying flow-dependent background error correlations for meteorological analysis systems
1998
Analysis Scheme in the Ensemble Kalman Filter
1998
NAVDAS: Formulation and Diagnostics
2001
Correction to “Estimation of errors in the inverse modeling of accidental release of atmospheric pollutant: Application to the reconstruction of the cesium‐137 and iodine‐131 source terms from the Fukushima Daiichi power plant”
2012
Compactly Supported Correlation Functions
2002
Combining geostatistics and Kalman filtering for data assimilation in an estuarine system
2002
A Three-Dimensional Variational Data Assimilation System for MM5: Implementation and Initial Results
2004
Accelerated dryland expansion under climate change
2015 Standout
Cubature Kalman Filters
2009 Standout
A methodology for initializing soil moisture in a global climate model: Assimilation of near‐surface soil moisture observations
2001
A General Weak Constraint Applicable to Operational 4DVAR Data Assimilation Systems
1997
Ensemble-derived stationary and flow-dependent background-error covariances: Evaluation in a quasi-operational NWP setting
2005
Adjoint inverse modeling of black carbon during the Asian Pacific Regional Aerosol Characterization Experiment
2005
The Global Land Data Assimilation System
2004 Standout
A strategy for operational implementation of 4D‐Var, using an incremental approach
1994
Land surface state and flux estimation using the ensemble Kalman smoother during the Southern Great Plains 1997 field experiment
2006
Nonstationary multivariate process modeling through spatially varying coregionalization
2004
Model Reduction of MIMO Systems via Tangential Interpolation
2004
A natural gradient descent algorithm for the solution of discrete algebraic Lyapunov equations based on the geodesic distance
2013
Inverse methods and data assimilation in nonlinear ocean models
1994
The Community Climate System Model Version 3 (CCSM3)
2006 Standout
GRACE Measurements of Mass Variability in the Earth System
2004 StandoutScience
Using the extended Kalman filter with a multilayer quasi‐geostrophic ocean model
1992
Unscented Filtering and Nonlinear Estimation
2004 Standout
Global Precipitation: A 17-Year Monthly Analysis Based on Gauge Observations, Satellite Estimates, and Numerical Model Outputs
1997 Standout
Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling
2007 Standout
An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
2011 Standout
Covariance Tapering for Interpolation of Large Spatial Datasets
2006
On a class of non-stationary, compactly supported spatial covariance functions
2011
Data Assimilation Using an Ensemble Kalman Filter Technique
1998
An Ensemble Kalman Smoother for Nonlinear Dynamics
2000
Works of Stephen E. Cohn being referenced
A Kalman filter for a two-dimensional shallow-water model
1985
Approximate Data Assimilation Schemes for Stable and Unstable Dynamics
1996
Data Assimilation in the Ocean and in the Atmosphere : What Should be Next? (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice)
1997
An Introduction to Estimation Theory (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice)
1997
A Fixed-Lag Kalman Smoother for Retrospective Data Assimilation
1994
Assimilation of Stratospheric Chemical Tracer Observations Using a Kalman Filter. Part I: Formulation
2000
Suboptimal Schemes for Retrospective Data Assimilation Based on the Fixed-Lag Kalman Smoother
1998
Construction of correlation functions in two and three dimensions
1999
Low-dimensional representation of error covariance
2000
Parallel Implementation of a Kalman Filter for Constituent Data Assimilation
1997
Construction and application of covariance functions with variable length-fields
2006
Suboptimal Schemes for Atmospheric Data Assimilation Based on the Kalman Filter
1994
Dynamics of Short-Term Univariate Forecast Error Covariances
1993
Construction of correlation functions in two and three dimensions
1999
Optimal interpolation and the Kalman filter
1981
Assessing the Effects of Data Selection with the DAO Physical-Space Statistical Analysis System*
1998
Observability of Discretized Partial Differential Equations
1988
An efficient algorithm for estimating noise covariances in distributed systems
1985
The Behavior of Forecast Error Covariances for a Kalman Filter in Two Dimensions
1991